Real AI agent use cases, with sources and setup prompts
Human-in-the-loop setups people run so agents prepare the work and a person approves anything that sends, posts or spends. 16 matching use cases below, each with a public source.
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Daily, three Sonnet agents take 15 leads each, research the site and Meta Ads Library, find weaknesses and write a cold email; Opus reviews and he approves.
Agentrix is one inbox for AI coding tasks that need your attention, like Claude Code waiting for approval or Codex finishing, so you keep your CLIs and stop hopping between tabs.
Midway is a Rust CLI that pings you when long commands finish and when Claude Code, Codex, Gemini CLI, Cursor and other agents are done or waiting for approval. Install with cargo install midway-cli.
A Grok Bot checks DMs 24/7, sorts them, drafts replies and waits for her OK before anything goes out. Full setup and prompts shared.
An Outreach Agent Grok Bot builds a small daily queue of warm outreach emails, keeps only high-confidence ones, attaches the evidence behind each draft, and waits for the owner to approve the exact email. It has never sent one on its own.
Rasul is a free open-source Android app to chat with the Hermes bots on your PC, approve actions, switch models, run jobs and edit bot instructions. Claude Opus 5.5 led the build while GPT-6 Luna and Sol 6.1 wrote the code.
Noticing the AI that wrote their code always approved its own work, the author made a Hermes Adversary Grok Bot template that reviews with a different model in a separate session.
Using the new Claude Code mods, the author has Codex, Grok and Muse run as Claude Code subagents, watches every step live, holds risky actions for approval and can steer any agent mid-run.
A YouTube Desk bot applies his listing packs in YouTube Studio: titles, descriptions, tags, end screens, cards and Shorts uploads, all private until he approves.
The author's Hermes Agent coordinates coding agents, works in their logged-in browser, finds flights and keeps a sales board current, with human approval at set points.
An open-source app for Hermes Agent turns replies into checklists, option pickers, product comparisons and command approvals, and your tap goes back to Hermes. It runs on your own server.
The author's French accounting software had no API, MCP or CLI, so they built one and open-sourced it. Now their AI agent does the company's accounting and they just approve.
Clone your voice in ElevenLabs and use it for narration, approving every cut yourself.
Grok Bot agents research trends, write posts and create visuals, then queue everything for his approval.
A builder's leads AI agent for a large car marketplace was approved for production after seven rounds of evals that cost under $50 in total.
An outreach agent finds the right people, checks emails, writes messages and tracks replies; nothing sends without his approval.
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